Reference-based methods.
Adjacent to the previous approaches, there is a body of work focused on harnessing additional reference imagery in order to improve performance on tasks like colorization and super-resolution.
Alignment based approaches [1]}, [2]}, [3]}, [2]} focus on aligning the reference and low-resolution images via a registration procedure[2]}, via warping based feature synthesis [1]} or using optical flow [3]}.
